Valid standard errors for Bayesian quantile regression with clustered and independent data

Feng Ji, JoonHo Lee, Sophia Rabe-Hesketh

In Bayesian quantile regression, the most commonly used likelihood is the asymmetric Laplace (AL) likelihood. The reason for this choice is not that it is a plausible data-generati…